Run
7944680

Run 7944680

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.00435112925450534
mlr.classif.xgboost(7)_gamma343.824255064155
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight11.6233206002526
mlr.classif.xgboost(7)_subsample0.999229692830704
mlr.classif.xgboost(7)_colsample_bytree0.786842297948897
mlr.classif.xgboost(7)_colsample_bylevel0.787432111985982
mlr.classif.xgboost(7)_lambda0.0143351356284359
mlr.classif.xgboost(7)_alpha1.49599013555831
mlr.classif.xgboost(7)_nrounds93
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8268
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4938
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4310.264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7619
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7619
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9287
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
201.327
UserCPU time millis
31.68
UserCPU time millis testing
0.31
UserCPU time millis training
31.37